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Notes

Short working papers on agents, inference cost and shipping AI products.

What 2,800 browser-agent runs taught me about planning

· web agents, ReAct, plan-and-execute, benchmarks, inference cost

Plan-and-execute web agents matched a budget-matched ReAct baseline on 200 tasks with 83.6% fewer input tokens. What held up, what didn’t, and what to copy.

Making my site readable by agents

· MCP, WebMCP, llms.txt, structured data, SEO

This site serves an MCP server, WebMCP tools, llms.txt and a markdown copy of every page, all from one content source. What each piece does and how to try it.